Stott, Jonathan and Rodgers, Peter and Martinez-Ovando, Juan Carlos and Walker, Stephen G. (2011) Automatic Metro Map Layout Using Multicriteria Optimization. Transactions on Visualization and Computer Graphics, 16 (1). pp. 182-196.
This paper describes an automatic mechanism for drawing metro maps. We apply multicriteria optimization to find effective placement of stations with a good line layout and to label the map unambiguously. A number of metrics are defined, which are used in a weighted sum to find a fitness value for a layout of the map. A hill climbing optimizer is used to reduce the fitness value, and find improved map layouts. To avoid local minima, we apply clustering techniques to the map the hill climber moves both stations and clusters when finding improved layouts. We show the method applied to a number of metro maps, and describe an empirical study that provides some quantitative evidence that automatically-drawn metro maps can help users to find routes more efficiently than either published maps or undistorted maps. Moreover, we found that, in these cases, study subjects indicate a preference for automatically-drawn maps over the alternatives.
|Additional information:||The pdf contains both the main paper and the appendices.|
|Subjects:||Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming,|
|Divisions:||Faculties > Science Technology and Medical Studies > School of Computing > Computational Intelligence Group|
|Depositing User:||Peter Rodgers|
|Date Deposited:||21 Sep 2012 09:49|
|Last Modified:||19 Nov 2012 09:55|
|Resource URI:||http://kar.kent.ac.uk/id/eprint/30781 (The current URI for this page, for reference purposes)|
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